# LangChain — User Demand Report

**Week:** 2026-W15
**Generated:** 2026-04-06
**Issues analyzed:** 31 (29 included)
**Need clusters:** 1

## Top 10 User Needs

| Rank | Need | Issues | Score | Category | Examples |
| --- | --- | --- | --- | --- | --- |
| 1 | Add LLM Provider Integrations and Agent Capabilities | 29 | 3.2 | Integration | [#36525](https://github.com/langchain-ai/langchain/issues/36525), [#36457](https://github.com/langchain-ai/langchain/issues/36457), [#36451](https://github.com/langchain-ai/langchain/issues/36451) |

## Rising Needs

| Need | Rising Score | This Week | Category |
| --- | --- | --- | --- |
| Add LLM Provider Integrations and Agent Capabilities | 30.0x | 29 | Integration |

## Category Breakdown

- **Integration**: 1 clusters

## All Need Clusters

### 1. Add LLM Provider Integrations and Agent Capabilities

Users are requesting new LLM provider integrations (Avian, Moonshot AI, Kimi Code) and enhanced agent capabilities including multi-agent swarm orchestration, persistent memory, output verification gates, and security-focused permission controls. They also want tooling improvements like runtime precondition gating for tool dependencies and bug detection during development.

- **Volume:** 29 issues (14 open, 15 closed)
- **Demand Score:** 3.2
- **Avg Reactions:** 0 | **Avg Comments:** 2.2
- **Example issues:** [#36525](https://github.com/langchain-ai/langchain/issues/36525), [#36457](https://github.com/langchain-ai/langchain/issues/36457), [#36451](https://github.com/langchain-ai/langchain/issues/36451), [#36477](https://github.com/langchain-ai/langchain/issues/36477), [#36460](https://github.com/langchain-ai/langchain/issues/36460)

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*This report analyzes public GitHub issues only. It represents a signal from public issue discussions, not the full user base.*

*Generated by [ReadYourUsers](https://github.com/study8677/ReadYourUsers)*